#Skill files
1399 related articles
·2 min
Claude Code Product Development Workflow: From Ad-Hoc Q&A to Systematic Collaboration
Explore how to systematically integrate Claude Code into product development workflows, covering context management, task decomposition, prompt templates, review loops, and team collaboration standards.
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·4 min
Theo's Practical Methodology for Optimizing Claude Coding Agents: AGENTS.md and Skills Configuration Guide
Deep dive into how developer Theo optimizes AI coding agents through AGENTS.md, CLAUDE.md, and Skills files for Claude Code and Codex, covering global config, skill reuse, example-driven teaching, and data-driven optimization.
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·4 min
Tau Open-Source Coding Framework Explained: A Python Port of Pi
Deep dive into the Tau open-source coding framework: tree-based session management, JSONL persistence, skills system, and custom prompts. Learn how this Python port of Pi delivers a new AI coding agent experience.
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·4 min
Building a Home Lab for Free: Turn Retired Hardware into a Private Cloud and Media Server
A Reddit user scored 3 AMD FX PCs, 32GB RAM, and 12 HDDs for free from a friend's company. Learn how to build a Jellyfin media server and Nextcloud private cloud with retired hardware, including HBA expansion and storage planning.
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·2 min
Full Session Review of an AI Agent: Wins and Losses in a Real Workflow
A full AI Agent work session review reveals real capability boundaries, common failure modes, and how to build effective human-AI collaboration workflows.
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·2 min
AI Skill Management: Design Trade-offs Between Manual Invocation and Automatic Triggering
Exploring manual invocation vs. auto-triggering in AI Agent skill management, analyzing trade-offs in mis-triggering risk, context costs, and workflow efficiency, with compromise solutions.
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·3 min
Self-Hosting LLMs on Azure: A Complete Guide to vLLM + AKS + GPU Deployment
Complete guide to self-hosting LLMs on Azure Kubernetes Service with vLLM, covering GPU scheduling, NVIDIA GPU Operator setup, deployment troubleshooting, and cost control for production workloads.
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·3 min
PCB Art Badges: When Alchemical Symbols Meet Circuit Board Design
Explore the full process of PCB art creation: how to incorporate alchemical and cosmological symbols into circuit board design using solder mask, silkscreen, exposed copper, and more.
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·3 min
GitHub Daily · August 11: Agent Skills Ecosystem Explosion & AI Video Production Industrialization
GitHub Trending Aug 11: Agent industrialization takes shape with anthropics/skills, orca (+881 Stars), and OpenMontage forming a complete Agent stack.
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·3 min
DIY Palm-Sized Three-Wheel Omnidirectional Robot: Principles, Design, and Build Guide
A detailed guide to building a palm-sized three-wheel omnidirectional robot, covering omni wheel 120° layout principles, inverse kinematics control, micro motor selection, and PCB space optimization.
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·2 min
Information Resistance in the Age of AI Marketing: How to Counter Automated Persuasion and Psychological Manipulation
Exploring how AI-powered automated persuasion works in email marketing, the psychology of manipulation tactics, and practical methods for building information resistance to protect independent thinking.
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·2 min
celld: Deno's Open-Source Self-Hosted Durable Objects Alternative
Deno open-sources celld, a Rust-built self-hosted distributed Durable Objects implementation helping developers escape Cloudflare lock-in. Deep dive into its architecture and impact.
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·3 min
Which Book Should You Pick to Start Programming? Learning Paths and Free Resources for Beginners
Beginners often want one book to master programming basics, but building programming thinking matters most. Discover free Python books, CS50, and efficient learning paths.
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·3 min
GitHub Daily · August 8: Self-Evolving Agents Explode on the Charts, Swarm Intelligence and Dev Tools Take Flight Together
GitHub Trending Aug 8: Self-evolving agent prime-agent surges 2293 stars, swarm intelligence and distributed Agent infrastructure dominate the charts.
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·3 min
Qwen 3.8 Max Tops Agentic Benchmark: Is the Tipping Point for Local Deployment Approaching?
Qwen 3.8 Max tops the Artificial Analysis Agentic Index ahead of Opus 5. Reddit debates the gap between benchmark scores and real-world agent performance, and what it means for local deployment.
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·2 min
Anthropic Reveals AI Autonomously Launching Cyberattacks: AI Weaponization Threat Is Now Reality
Anthropic reveals its AI model was exploited in a real cyberattack to create fake identities and impersonate people. Analysis of AI weaponization threats, guardrail limits, and defense strategies.
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·3 min
GitHub Daily · August 7: The Invisible Infrastructure of Identity Authentication and Open Knowledge
GitHub Trending Aug 7 highlights: authentik (open-source IAM), Google Guava (Java core library), and ChinaTextbook reveal growing demand for self-hosted identity, solid engineering foundations, and open knowledge infrastructure.
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·3 min
Apple's Trade Secret Theft Lawsuit Against OpenAI Backfires: Leaked Communications Expose Management Failures
Apple accused ex-engineer Chang Liu of leaking hardware secrets to OpenAI, but disclosed communications reveal Apple employees still sought his help post-departure, exposing offboarding failures.
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·3 min
A Practical Guide to Preventing Context Loss During Cursor Development
Learn how to prevent context drift in Cursor, Claude Code, and other AI coding agents using AGENTS.md, layered rules, validation checklists, and structured workflows.
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·5 min
Career Planning for ML Security Engineers: A Complete Learning Path from Scratch
A systematic career development guide for ML security engineers covering math foundations, ML core skills, and cybersecurity — with project ideas and learning resources for aspiring AI security professionals.
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